That's not how that word is used in practice in Europe now. There are many parties with "socialist" in their names which don't promote giving the means of production to the workers.
Then and now one focus of socialist policy is to make so that the "Bourgeoisie" cannot ruin the life of those near the bottom of society. In the last many decades the economy, the "workers", the bottom of society all changed a lot.